@article{layerorderinversionrethinkinglatentmulti, title = {Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models}, author = {Xukai Liu and Ye Liu and Jipeng Zhang and Yanghai Zhang and Kai Zhang and Qi Liu}, year = {2026}, eprint = {2601.03542}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.03542}, }